ML Research Wiki / Benchmarks / Multi-Object Tracking / MOT16

MOT16

Multi-Object Tracking Benchmark

Performance Over Time

📊 Showing 23 results | 📏 Metric: MOTA

Top Performing Models

Rank Model Paper MOTA Date Code
1 PPTracking 📚 PP-YOLOE: An evolved version of YOLO 77.70 2022-03-30 📦 PaddlePaddle/PaddleDetection 📦 open-mmlab/mmyolo 📦 PaddlePaddle/PaddleYOLO
2 ReMOT ReMOTS: Self-Supervised Refining Multi-Object Tracking and Segmentation 76.90 2020-07-07 -
3 SGT 📚 Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker 76.80 2022-05-02 📦 hyunjs/sgt
4 STGT 📚 TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking 76.70 2021-04-01 -
5 FairMOT 📚 FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking 74.90 2020-04-04 📦 PaddlePaddle/PaddleDetection 📦 ifzhang/FairMOT 📦 mindspore-ai/models
6 UniTrack Do Different Tracking Tasks Require Different Appearance Models? 74.70 2021-07-05 📦 Zhongdao/UniTrack
7 OUTrack_fm 📚 Online Multi-Object Tracking with Unsupervised Re-Identification Learning and Occlusion Estimation 74.20 2022-01-04 -
8 TraDeS 📚 Track to Detect and Segment: An Online Multi-Object Tracker 70.10 2021-03-16 📦 JialianW/TraDeS
9 QDTrack Quasi-Dense Similarity Learning for Multiple Object Tracking 69.80 2020-06-11 📦 SysCV/qdtrack 📦 syscv/ovtrack 📦 SysCV/tet
10 DEFT DEFT: Detection Embeddings for Tracking 68.03 2021-02-03 📦 MedChaabane/DEFT

All Papers (23)